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Author:

Kurum, Esra

Title:

ESTIMATION IN COVARIATE-ADJUSTED NONLINEAR REGRESSION

Graduate Program:

Statistics

Keywords:

Multiplicative effects
Local Polynomial Regression
Varying coefficient models
Nonlinear regression

File:

Download Thesis_by_EsraKurum.pdf

Committee Members:

Damla Senturk, Thesis Advisor/Co-Advisor
Damla Senturk, Thesis Advisor/Co-Advisor

Author:

Teng, Huei-Wen

Title:

BAYESIAN MIXTURE MODELS FOR DENSITY ESTIMATION

Graduate Program:

Statistics

Keywords:

density estimation
Bayesian anlaysis
mixture models
Dirichlet process

File:

Download Wen-Dissertation.pdf

Committee Members:

John C Liechty, Thesis Advisor/Co-Advisor
John C Liechty, Thesis Advisor/Co-Advisor

Author:

Hughes, John

Title:

Likelihood Inference for Particle Location in Fluorescence Microscopy

Graduate Program:

Statistics

Keywords:

organelle
particle tracking
fluorescence microscopy
Poisson random field
maximum likelihood methods
molecular motor
nanotechnology

File:

Download thesis.pdf

Committee Members:

John Fricks, Thesis Advisor/Co-Advisor
John Fricks, Thesis Advisor/Co-Advisor

Author:

Lee, Juyoun

Title:

Sampling contingency tables given sets of marginals and/or conditionals in the context of statistical disclosure limitation

Graduate Program:

Statistics

Keywords:

Algebraic Statistics
Monte Carlo)
Stochastic Computation and Simulation Methods (MCM
Categorical Data Analysis
Contingency Tables
Statistical Disclosure Limitation Method

File:

Download JuyounLee-Dissertation.pdf

Committee Members:

Aleksandra B Slavkovic, Dissertation Advisor/Co-Advisor
Aleksandra B Slavkovic, Committee Chair/Co-Chair
Donald Richards, Committee Member
Murali Haran, Committee Member
Yuri Zarhin, Committee Member

Author:

Zhu, Junjia

Title:

Essays on Monitoring Profile Data

Graduate Program:

Statistics

Keywords:

Profile Monitoring
Linear Profiles
Likelihood Ratio Test
Generalized Likelihood Ratio Test
Average Run Length
Statistical Process Control

File:

Download Zhu_phd_thesis_Final.pdf

Committee Members:

Dennis Kon Jin Lin, Committee Chair/Co-Chair
Donald Richards, Committee Member
Damla Senturk, Committee Member
Enrique Del Castillo, Committee Member

Author:

Romer, Megan M

Title:

The Statistical Analysis of Monotone Incomplete Multivariate Normal Data

Graduate Program:

Statistics

Keywords:

monotone imcomplete data
multivariate normal

File:

Download mythesis.pdf

Committee Members:

Donald Richards, Dissertation Advisor/Co-Advisor
Rana Arnold, Committee Chair/Co-Chair
Vernon Michael Chinchilli, Committee Member
Diane Marie Henderson, Committee Member
Donald Richards, Committee Member

Author:

Tibbits, Matthew McLean

Title:

Parallel Multivariate Slice Sampling

Graduate Program:

Statistics

Keywords:

Bayesian inference; Markov chain Monte Carlo; Para

File:

Download mtibbits-dissertation.pdf

Committee Members:

Murali Haran, Thesis Advisor/Co-Advisor
John C Liechty, Thesis Advisor/Co-Advisor

Author:

Huang, Mian

Title:

NONPARAMETRIC TECHNIQUES IN FINITE MIXTURE OF REGRESSION MODELS

Graduate Program:

Statistics

Keywords:

mixture of regression models
nonparametric regression
EM algorithm
mixture of Gaussian processes

File:

Download Dissertation_MianHuang.pdf

Committee Members:

Runze Li, Dissertation Advisor/Co-Advisor
Runze Li, Committee Chair/Co-Chair
Thomas P Hettmansperger, Committee Member
David Russell Hunter, Committee Member
Bruce G Lindsay, Committee Member
Hoben Thomas, Committee Member

Author:

Kim, Min Hee

Title:

THRESHOLDING METHODS FOR HYPOTHESIS TESTING IN HANOVA

Graduate Program:

Statistics

Keywords:

Goodness-of-fit testing
Testing
High dimensional alternatives
HANOVA
Hard thresholding
Order thresholding

File:

Download MinHee-Dissertation.pdf

Committee Members:

Michael G Akritas, Dissertation Advisor/Co-Advisor
Michael G Akritas, Committee Chair/Co-Chair
Bing Li, Committee Member
Runze (Richard) Li, Committee Member
Leonid Berlyand, Committee Member

Author:

Tyekucheva, Svitlana

Title:

Augmenting the bootstrap to analyze high-dimensional genomic data

Graduate Program:

Statistics

Keywords:

large-p-small-n
bootstrap
resampling
regularization

File:

Download sv_thesis.pdf

Committee Members:

Francesca Chiaromonte, Committee Chair/Co-Chair
David Humter, Committee Member
Bing Li, Committee Member
Kateryna Dmytrivna Makova, Committee Member